Rooftop Signal

AI Visibility for Dealers

BMW/MINI Austin Metro AI Visibility Index

Comparing 19 BMW/MINI dealerships on how well AI models can discover and recommend them

Last updated: 2026-03-03

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Highest Score
59
Median Score
48
Average Score
42
Lowest Score
16

How to Read This Index

🟢 Green (75-100)

Strong AI visibility — AI models can easily discover and accurately represent this dealer

🟡 Yellow (50-74)

Moderate visibility — some information is accessible but key details may be missed

🟠 Orange (25-49)

Weak visibility — AI can find this dealer but struggles to accurately represent them

🔴 Red (0-24)

Limited visibility — significant gaps make it hard for AI to recommend this dealer

Rank Dealer Name Overall Discoverability Content Quality Technical Health Information Currency Agent Ready
#1 Peddle 59 80 70 90 50 0
#2 Lindsey Bimmer 58 80 70 90 45 0
#3 Munich Auto 56 80 70 90 35 0
#4 Elite Motorsports 51 80 35 90 60 0
#5 MINI of Austin 51 60 85 90 0 0
#6 Bond Motor Works 51 60 85 90 0 0
#7 BMW of Austin 51 60 85 90 0 0
#8 Austin Expo Cars 51 80 35 90 55 0
#9 Paul's Motor Werks 49 75 65 90 0 0
#10 BMW Motorcycles of Austin 48 75 62 90 0 0
#11 BMW South Austin 48 80 20 90 65 0
#12 Mercedes-Benz of Austin 48 60 85 75 0 0
#13 Luxury Auto Works 47 68 65 90 0 0
#14 ATX Bimmer 46 68 60 90 0 0
#15 Northwest Imports 33 75 0 90 0 0
#16 Luxury Motorsports 20 60 0 40 0 0
#17 Mario Motorsports 16 30 0 50 0 0
#18 Centex Sport Imports 16 30 0 50 0 0
#19 M3 Motorworks 16 30 0 50 0 0

Methodology

AI visibility scores measure how well a dealership website can be discovered and understood by AI models like ChatGPT, Claude, and Perplexity. We analyze four key dimensions:

  • Discoverability: Can AI systems find your website?
  • Content Quality: Does AI understand what your dealership offers?
  • Technical Health: Does your website work well with AI systems?
  • Information Currency: Is your online information up to date?
  • Agent Readiness: Can AI assistants take actions for your customers?

Scores range from 0-100, with higher scores indicating better AI visibility. This index is updated monthly to track improvements and changes across the cohort.

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